| // Copyright 2023 Google LLC |
| // |
| // Licensed under the Apache License, Version 2.0 (the "License"); |
| // you may not use this file except in compliance with the License. |
| // You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, software |
| // distributed under the License is distributed on an "AS IS" BASIS, |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| // See the License for the specific language governing permissions and |
| // limitations under the License. |
| |
| // Code generated by protoc-gen-go. DO NOT EDIT. |
| // versions: |
| // protoc-gen-go v1.33.0 |
| // protoc v4.25.3 |
| // source: google/cloud/aiplatform/v1/nas_job.proto |
| |
| package aiplatformpb |
| |
| import ( |
| reflect "reflect" |
| sync "sync" |
| |
| _ "google.golang.org/genproto/googleapis/api/annotations" |
| status "google.golang.org/genproto/googleapis/rpc/status" |
| protoreflect "google.golang.org/protobuf/reflect/protoreflect" |
| protoimpl "google.golang.org/protobuf/runtime/protoimpl" |
| timestamppb "google.golang.org/protobuf/types/known/timestamppb" |
| ) |
| |
| const ( |
| // Verify that this generated code is sufficiently up-to-date. |
| _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) |
| // Verify that runtime/protoimpl is sufficiently up-to-date. |
| _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) |
| ) |
| |
| // The available types of multi-trial algorithms. |
| type NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm int32 |
| |
| const ( |
| // Defaults to `REINFORCEMENT_LEARNING`. |
| NasJobSpec_MultiTrialAlgorithmSpec_MULTI_TRIAL_ALGORITHM_UNSPECIFIED NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm = 0 |
| // The Reinforcement Learning Algorithm for Multi-trial Neural |
| // Architecture Search (NAS). |
| NasJobSpec_MultiTrialAlgorithmSpec_REINFORCEMENT_LEARNING NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm = 1 |
| // The Grid Search Algorithm for Multi-trial Neural |
| // Architecture Search (NAS). |
| NasJobSpec_MultiTrialAlgorithmSpec_GRID_SEARCH NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm = 2 |
| ) |
| |
| // Enum value maps for NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm. |
| var ( |
| NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm_name = map[int32]string{ |
| 0: "MULTI_TRIAL_ALGORITHM_UNSPECIFIED", |
| 1: "REINFORCEMENT_LEARNING", |
| 2: "GRID_SEARCH", |
| } |
| NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm_value = map[string]int32{ |
| "MULTI_TRIAL_ALGORITHM_UNSPECIFIED": 0, |
| "REINFORCEMENT_LEARNING": 1, |
| "GRID_SEARCH": 2, |
| } |
| ) |
| |
| func (x NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm) Enum() *NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm { |
| p := new(NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm) |
| *p = x |
| return p |
| } |
| |
| func (x NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes[0].Descriptor() |
| } |
| |
| func (NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm) Type() protoreflect.EnumType { |
| return &file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes[0] |
| } |
| |
| func (x NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm.Descriptor instead. |
| func (NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{2, 0, 0} |
| } |
| |
| // The available types of optimization goals. |
| type NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType int32 |
| |
| const ( |
| // Goal Type will default to maximize. |
| NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GOAL_TYPE_UNSPECIFIED NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType = 0 |
| // Maximize the goal metric. |
| NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_MAXIMIZE NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType = 1 |
| // Minimize the goal metric. |
| NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_MINIMIZE NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType = 2 |
| ) |
| |
| // Enum value maps for NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType. |
| var ( |
| NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType_name = map[int32]string{ |
| 0: "GOAL_TYPE_UNSPECIFIED", |
| 1: "MAXIMIZE", |
| 2: "MINIMIZE", |
| } |
| NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType_value = map[string]int32{ |
| "GOAL_TYPE_UNSPECIFIED": 0, |
| "MAXIMIZE": 1, |
| "MINIMIZE": 2, |
| } |
| ) |
| |
| func (x NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType) Enum() *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType { |
| p := new(NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType) |
| *p = x |
| return p |
| } |
| |
| func (x NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes[1].Descriptor() |
| } |
| |
| func (NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType) Type() protoreflect.EnumType { |
| return &file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes[1] |
| } |
| |
| func (x NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType.Descriptor instead. |
| func (NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{2, 0, 0, 0} |
| } |
| |
| // Describes a NasTrial state. |
| type NasTrial_State int32 |
| |
| const ( |
| // The NasTrial state is unspecified. |
| NasTrial_STATE_UNSPECIFIED NasTrial_State = 0 |
| // Indicates that a specific NasTrial has been requested, but it has not yet |
| // been suggested by the service. |
| NasTrial_REQUESTED NasTrial_State = 1 |
| // Indicates that the NasTrial has been suggested. |
| NasTrial_ACTIVE NasTrial_State = 2 |
| // Indicates that the NasTrial should stop according to the service. |
| NasTrial_STOPPING NasTrial_State = 3 |
| // Indicates that the NasTrial is completed successfully. |
| NasTrial_SUCCEEDED NasTrial_State = 4 |
| // Indicates that the NasTrial should not be attempted again. |
| // The service will set a NasTrial to INFEASIBLE when it's done but missing |
| // the final_measurement. |
| NasTrial_INFEASIBLE NasTrial_State = 5 |
| ) |
| |
| // Enum value maps for NasTrial_State. |
| var ( |
| NasTrial_State_name = map[int32]string{ |
| 0: "STATE_UNSPECIFIED", |
| 1: "REQUESTED", |
| 2: "ACTIVE", |
| 3: "STOPPING", |
| 4: "SUCCEEDED", |
| 5: "INFEASIBLE", |
| } |
| NasTrial_State_value = map[string]int32{ |
| "STATE_UNSPECIFIED": 0, |
| "REQUESTED": 1, |
| "ACTIVE": 2, |
| "STOPPING": 3, |
| "SUCCEEDED": 4, |
| "INFEASIBLE": 5, |
| } |
| ) |
| |
| func (x NasTrial_State) Enum() *NasTrial_State { |
| p := new(NasTrial_State) |
| *p = x |
| return p |
| } |
| |
| func (x NasTrial_State) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (NasTrial_State) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes[2].Descriptor() |
| } |
| |
| func (NasTrial_State) Type() protoreflect.EnumType { |
| return &file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes[2] |
| } |
| |
| func (x NasTrial_State) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use NasTrial_State.Descriptor instead. |
| func (NasTrial_State) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{4, 0} |
| } |
| |
| // Represents a Neural Architecture Search (NAS) job. |
| type NasJob struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. Resource name of the NasJob. |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| // Required. The display name of the NasJob. |
| // The name can be up to 128 characters long and can consist of any UTF-8 |
| // characters. |
| DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` |
| // Required. The specification of a NasJob. |
| NasJobSpec *NasJobSpec `protobuf:"bytes,4,opt,name=nas_job_spec,json=nasJobSpec,proto3" json:"nas_job_spec,omitempty"` |
| // Output only. Output of the NasJob. |
| NasJobOutput *NasJobOutput `protobuf:"bytes,5,opt,name=nas_job_output,json=nasJobOutput,proto3" json:"nas_job_output,omitempty"` |
| // Output only. The detailed state of the job. |
| State JobState `protobuf:"varint,6,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.JobState" json:"state,omitempty"` |
| // Output only. Time when the NasJob was created. |
| CreateTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` |
| // Output only. Time when the NasJob for the first time entered the |
| // `JOB_STATE_RUNNING` state. |
| StartTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` |
| // Output only. Time when the NasJob entered any of the following states: |
| // `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`. |
| EndTime *timestamppb.Timestamp `protobuf:"bytes,9,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` |
| // Output only. Time when the NasJob was most recently updated. |
| UpdateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` |
| // Output only. Only populated when job's state is JOB_STATE_FAILED or |
| // JOB_STATE_CANCELLED. |
| Error *status.Status `protobuf:"bytes,11,opt,name=error,proto3" json:"error,omitempty"` |
| // The labels with user-defined metadata to organize NasJobs. |
| // |
| // Label keys and values can be no longer than 64 characters |
| // (Unicode codepoints), can only contain lowercase letters, numeric |
| // characters, underscores and dashes. International characters are allowed. |
| // |
| // See https://goo.gl/xmQnxf for more information and examples of labels. |
| Labels map[string]string `protobuf:"bytes,12,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // Customer-managed encryption key options for a NasJob. |
| // If this is set, then all resources created by the NasJob |
| // will be encrypted with the provided encryption key. |
| EncryptionSpec *EncryptionSpec `protobuf:"bytes,13,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"` |
| // Optional. Enable a separation of Custom model training |
| // and restricted image training for tenant project. |
| // |
| // Deprecated: Marked as deprecated in google/cloud/aiplatform/v1/nas_job.proto. |
| EnableRestrictedImageTraining bool `protobuf:"varint,14,opt,name=enable_restricted_image_training,json=enableRestrictedImageTraining,proto3" json:"enable_restricted_image_training,omitempty"` |
| } |
| |
| func (x *NasJob) Reset() { |
| *x = NasJob{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJob) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJob) ProtoMessage() {} |
| |
| func (x *NasJob) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[0] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJob.ProtoReflect.Descriptor instead. |
| func (*NasJob) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *NasJob) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| func (x *NasJob) GetDisplayName() string { |
| if x != nil { |
| return x.DisplayName |
| } |
| return "" |
| } |
| |
| func (x *NasJob) GetNasJobSpec() *NasJobSpec { |
| if x != nil { |
| return x.NasJobSpec |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetNasJobOutput() *NasJobOutput { |
| if x != nil { |
| return x.NasJobOutput |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetState() JobState { |
| if x != nil { |
| return x.State |
| } |
| return JobState_JOB_STATE_UNSPECIFIED |
| } |
| |
| func (x *NasJob) GetCreateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.CreateTime |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetStartTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.StartTime |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetEndTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.EndTime |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetUpdateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.UpdateTime |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetError() *status.Status { |
| if x != nil { |
| return x.Error |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetLabels() map[string]string { |
| if x != nil { |
| return x.Labels |
| } |
| return nil |
| } |
| |
| func (x *NasJob) GetEncryptionSpec() *EncryptionSpec { |
| if x != nil { |
| return x.EncryptionSpec |
| } |
| return nil |
| } |
| |
| // Deprecated: Marked as deprecated in google/cloud/aiplatform/v1/nas_job.proto. |
| func (x *NasJob) GetEnableRestrictedImageTraining() bool { |
| if x != nil { |
| return x.EnableRestrictedImageTraining |
| } |
| return false |
| } |
| |
| // Represents a NasTrial details along with its parameters. If there is a |
| // corresponding train NasTrial, the train NasTrial is also returned. |
| type NasTrialDetail struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. Resource name of the NasTrialDetail. |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| // The parameters for the NasJob NasTrial. |
| Parameters string `protobuf:"bytes,2,opt,name=parameters,proto3" json:"parameters,omitempty"` |
| // The requested search NasTrial. |
| SearchTrial *NasTrial `protobuf:"bytes,3,opt,name=search_trial,json=searchTrial,proto3" json:"search_trial,omitempty"` |
| // The train NasTrial corresponding to |
| // [search_trial][google.cloud.aiplatform.v1.NasTrialDetail.search_trial]. |
| // Only populated if |
| // [search_trial][google.cloud.aiplatform.v1.NasTrialDetail.search_trial] is |
| // used for training. |
| TrainTrial *NasTrial `protobuf:"bytes,4,opt,name=train_trial,json=trainTrial,proto3" json:"train_trial,omitempty"` |
| } |
| |
| func (x *NasTrialDetail) Reset() { |
| *x = NasTrialDetail{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasTrialDetail) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasTrialDetail) ProtoMessage() {} |
| |
| func (x *NasTrialDetail) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[1] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasTrialDetail.ProtoReflect.Descriptor instead. |
| func (*NasTrialDetail) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{1} |
| } |
| |
| func (x *NasTrialDetail) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| func (x *NasTrialDetail) GetParameters() string { |
| if x != nil { |
| return x.Parameters |
| } |
| return "" |
| } |
| |
| func (x *NasTrialDetail) GetSearchTrial() *NasTrial { |
| if x != nil { |
| return x.SearchTrial |
| } |
| return nil |
| } |
| |
| func (x *NasTrialDetail) GetTrainTrial() *NasTrial { |
| if x != nil { |
| return x.TrainTrial |
| } |
| return nil |
| } |
| |
| // Represents the spec of a NasJob. |
| type NasJobSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The Neural Architecture Search (NAS) algorithm specification. |
| // |
| // Types that are assignable to NasAlgorithmSpec: |
| // |
| // *NasJobSpec_MultiTrialAlgorithmSpec_ |
| NasAlgorithmSpec isNasJobSpec_NasAlgorithmSpec `protobuf_oneof:"nas_algorithm_spec"` |
| // The ID of the existing NasJob in the same Project and Location |
| // which will be used to resume search. search_space_spec and |
| // nas_algorithm_spec are obtained from previous NasJob hence should not |
| // provide them again for this NasJob. |
| ResumeNasJobId string `protobuf:"bytes,3,opt,name=resume_nas_job_id,json=resumeNasJobId,proto3" json:"resume_nas_job_id,omitempty"` |
| // It defines the search space for Neural Architecture Search (NAS). |
| SearchSpaceSpec string `protobuf:"bytes,1,opt,name=search_space_spec,json=searchSpaceSpec,proto3" json:"search_space_spec,omitempty"` |
| } |
| |
| func (x *NasJobSpec) Reset() { |
| *x = NasJobSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[2] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJobSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJobSpec) ProtoMessage() {} |
| |
| func (x *NasJobSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[2] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJobSpec.ProtoReflect.Descriptor instead. |
| func (*NasJobSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{2} |
| } |
| |
| func (m *NasJobSpec) GetNasAlgorithmSpec() isNasJobSpec_NasAlgorithmSpec { |
| if m != nil { |
| return m.NasAlgorithmSpec |
| } |
| return nil |
| } |
| |
| func (x *NasJobSpec) GetMultiTrialAlgorithmSpec() *NasJobSpec_MultiTrialAlgorithmSpec { |
| if x, ok := x.GetNasAlgorithmSpec().(*NasJobSpec_MultiTrialAlgorithmSpec_); ok { |
| return x.MultiTrialAlgorithmSpec |
| } |
| return nil |
| } |
| |
| func (x *NasJobSpec) GetResumeNasJobId() string { |
| if x != nil { |
| return x.ResumeNasJobId |
| } |
| return "" |
| } |
| |
| func (x *NasJobSpec) GetSearchSpaceSpec() string { |
| if x != nil { |
| return x.SearchSpaceSpec |
| } |
| return "" |
| } |
| |
| type isNasJobSpec_NasAlgorithmSpec interface { |
| isNasJobSpec_NasAlgorithmSpec() |
| } |
| |
| type NasJobSpec_MultiTrialAlgorithmSpec_ struct { |
| // The spec of multi-trial algorithms. |
| MultiTrialAlgorithmSpec *NasJobSpec_MultiTrialAlgorithmSpec `protobuf:"bytes,2,opt,name=multi_trial_algorithm_spec,json=multiTrialAlgorithmSpec,proto3,oneof"` |
| } |
| |
| func (*NasJobSpec_MultiTrialAlgorithmSpec_) isNasJobSpec_NasAlgorithmSpec() {} |
| |
| // Represents a uCAIP NasJob output. |
| type NasJobOutput struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The output of this Neural Architecture Search (NAS) job. |
| // |
| // Types that are assignable to Output: |
| // |
| // *NasJobOutput_MultiTrialJobOutput_ |
| Output isNasJobOutput_Output `protobuf_oneof:"output"` |
| } |
| |
| func (x *NasJobOutput) Reset() { |
| *x = NasJobOutput{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJobOutput) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJobOutput) ProtoMessage() {} |
| |
| func (x *NasJobOutput) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[3] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJobOutput.ProtoReflect.Descriptor instead. |
| func (*NasJobOutput) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{3} |
| } |
| |
| func (m *NasJobOutput) GetOutput() isNasJobOutput_Output { |
| if m != nil { |
| return m.Output |
| } |
| return nil |
| } |
| |
| func (x *NasJobOutput) GetMultiTrialJobOutput() *NasJobOutput_MultiTrialJobOutput { |
| if x, ok := x.GetOutput().(*NasJobOutput_MultiTrialJobOutput_); ok { |
| return x.MultiTrialJobOutput |
| } |
| return nil |
| } |
| |
| type isNasJobOutput_Output interface { |
| isNasJobOutput_Output() |
| } |
| |
| type NasJobOutput_MultiTrialJobOutput_ struct { |
| // Output only. The output of this multi-trial Neural Architecture Search |
| // (NAS) job. |
| MultiTrialJobOutput *NasJobOutput_MultiTrialJobOutput `protobuf:"bytes,1,opt,name=multi_trial_job_output,json=multiTrialJobOutput,proto3,oneof"` |
| } |
| |
| func (*NasJobOutput_MultiTrialJobOutput_) isNasJobOutput_Output() {} |
| |
| // Represents a uCAIP NasJob trial. |
| type NasTrial struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. The identifier of the NasTrial assigned by the service. |
| Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"` |
| // Output only. The detailed state of the NasTrial. |
| State NasTrial_State `protobuf:"varint,2,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.NasTrial_State" json:"state,omitempty"` |
| // Output only. The final measurement containing the objective value. |
| FinalMeasurement *Measurement `protobuf:"bytes,3,opt,name=final_measurement,json=finalMeasurement,proto3" json:"final_measurement,omitempty"` |
| // Output only. Time when the NasTrial was started. |
| StartTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` |
| // Output only. Time when the NasTrial's status changed to `SUCCEEDED` or |
| // `INFEASIBLE`. |
| EndTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` |
| } |
| |
| func (x *NasTrial) Reset() { |
| *x = NasTrial{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[4] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasTrial) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasTrial) ProtoMessage() {} |
| |
| func (x *NasTrial) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[4] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasTrial.ProtoReflect.Descriptor instead. |
| func (*NasTrial) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{4} |
| } |
| |
| func (x *NasTrial) GetId() string { |
| if x != nil { |
| return x.Id |
| } |
| return "" |
| } |
| |
| func (x *NasTrial) GetState() NasTrial_State { |
| if x != nil { |
| return x.State |
| } |
| return NasTrial_STATE_UNSPECIFIED |
| } |
| |
| func (x *NasTrial) GetFinalMeasurement() *Measurement { |
| if x != nil { |
| return x.FinalMeasurement |
| } |
| return nil |
| } |
| |
| func (x *NasTrial) GetStartTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.StartTime |
| } |
| return nil |
| } |
| |
| func (x *NasTrial) GetEndTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.EndTime |
| } |
| return nil |
| } |
| |
| // The spec of multi-trial Neural Architecture Search (NAS). |
| type NasJobSpec_MultiTrialAlgorithmSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The multi-trial Neural Architecture Search (NAS) algorithm |
| // type. Defaults to `REINFORCEMENT_LEARNING`. |
| MultiTrialAlgorithm NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm `protobuf:"varint,1,opt,name=multi_trial_algorithm,json=multiTrialAlgorithm,proto3,enum=google.cloud.aiplatform.v1.NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm" json:"multi_trial_algorithm,omitempty"` |
| // Metric specs for the NAS job. |
| // Validation for this field is done at `multi_trial_algorithm_spec` field. |
| Metric *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec `protobuf:"bytes,2,opt,name=metric,proto3" json:"metric,omitempty"` |
| // Required. Spec for search trials. |
| SearchTrialSpec *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec `protobuf:"bytes,3,opt,name=search_trial_spec,json=searchTrialSpec,proto3" json:"search_trial_spec,omitempty"` |
| // Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] |
| // search trials will be trained for every M |
| // [TrainTrialSpec.frequency] trials searched. |
| TrainTrialSpec *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec `protobuf:"bytes,4,opt,name=train_trial_spec,json=trainTrialSpec,proto3" json:"train_trial_spec,omitempty"` |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec) Reset() { |
| *x = NasJobSpec_MultiTrialAlgorithmSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[6] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJobSpec_MultiTrialAlgorithmSpec) ProtoMessage() {} |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[6] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJobSpec_MultiTrialAlgorithmSpec.ProtoReflect.Descriptor instead. |
| func (*NasJobSpec_MultiTrialAlgorithmSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{2, 0} |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec) GetMultiTrialAlgorithm() NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm { |
| if x != nil { |
| return x.MultiTrialAlgorithm |
| } |
| return NasJobSpec_MultiTrialAlgorithmSpec_MULTI_TRIAL_ALGORITHM_UNSPECIFIED |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec) GetMetric() *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec { |
| if x != nil { |
| return x.Metric |
| } |
| return nil |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec) GetSearchTrialSpec() *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec { |
| if x != nil { |
| return x.SearchTrialSpec |
| } |
| return nil |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec) GetTrainTrialSpec() *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec { |
| if x != nil { |
| return x.TrainTrialSpec |
| } |
| return nil |
| } |
| |
| // Represents a metric to optimize. |
| type NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The ID of the metric. Must not contain whitespaces. |
| MetricId string `protobuf:"bytes,1,opt,name=metric_id,json=metricId,proto3" json:"metric_id,omitempty"` |
| // Required. The optimization goal of the metric. |
| Goal NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType `protobuf:"varint,2,opt,name=goal,proto3,enum=google.cloud.aiplatform.v1.NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType" json:"goal,omitempty"` |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec) Reset() { |
| *x = NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[7] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec) ProtoMessage() {} |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[7] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec.ProtoReflect.Descriptor instead. |
| func (*NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{2, 0, 0} |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec) GetMetricId() string { |
| if x != nil { |
| return x.MetricId |
| } |
| return "" |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec) GetGoal() NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType { |
| if x != nil { |
| return x.Goal |
| } |
| return NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GOAL_TYPE_UNSPECIFIED |
| } |
| |
| // Represent spec for search trials. |
| type NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The spec of a search trial job. The same spec applies to |
| // all search trials. |
| SearchTrialJobSpec *CustomJobSpec `protobuf:"bytes,1,opt,name=search_trial_job_spec,json=searchTrialJobSpec,proto3" json:"search_trial_job_spec,omitempty"` |
| // Required. The maximum number of Neural Architecture Search (NAS) trials |
| // to run. |
| MaxTrialCount int32 `protobuf:"varint,2,opt,name=max_trial_count,json=maxTrialCount,proto3" json:"max_trial_count,omitempty"` |
| // Required. The maximum number of trials to run in parallel. |
| MaxParallelTrialCount int32 `protobuf:"varint,3,opt,name=max_parallel_trial_count,json=maxParallelTrialCount,proto3" json:"max_parallel_trial_count,omitempty"` |
| // The number of failed trials that need to be seen before failing |
| // the NasJob. |
| // |
| // If set to 0, Vertex AI decides how many trials must fail |
| // before the whole job fails. |
| MaxFailedTrialCount int32 `protobuf:"varint,4,opt,name=max_failed_trial_count,json=maxFailedTrialCount,proto3" json:"max_failed_trial_count,omitempty"` |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) Reset() { |
| *x = NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[8] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) ProtoMessage() {} |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[8] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec.ProtoReflect.Descriptor instead. |
| func (*NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{2, 0, 1} |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) GetSearchTrialJobSpec() *CustomJobSpec { |
| if x != nil { |
| return x.SearchTrialJobSpec |
| } |
| return nil |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) GetMaxTrialCount() int32 { |
| if x != nil { |
| return x.MaxTrialCount |
| } |
| return 0 |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) GetMaxParallelTrialCount() int32 { |
| if x != nil { |
| return x.MaxParallelTrialCount |
| } |
| return 0 |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec) GetMaxFailedTrialCount() int32 { |
| if x != nil { |
| return x.MaxFailedTrialCount |
| } |
| return 0 |
| } |
| |
| // Represent spec for train trials. |
| type NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The spec of a train trial job. The same spec applies to |
| // all train trials. |
| TrainTrialJobSpec *CustomJobSpec `protobuf:"bytes,1,opt,name=train_trial_job_spec,json=trainTrialJobSpec,proto3" json:"train_trial_job_spec,omitempty"` |
| // Required. The maximum number of trials to run in parallel. |
| MaxParallelTrialCount int32 `protobuf:"varint,2,opt,name=max_parallel_trial_count,json=maxParallelTrialCount,proto3" json:"max_parallel_trial_count,omitempty"` |
| // Required. Frequency of search trials to start train stage. Top N |
| // [TrainTrialSpec.max_parallel_trial_count] |
| // search trials will be trained for every M |
| // [TrainTrialSpec.frequency] trials searched. |
| Frequency int32 `protobuf:"varint,3,opt,name=frequency,proto3" json:"frequency,omitempty"` |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) Reset() { |
| *x = NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[9] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) ProtoMessage() {} |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[9] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec.ProtoReflect.Descriptor instead. |
| func (*NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{2, 0, 2} |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) GetTrainTrialJobSpec() *CustomJobSpec { |
| if x != nil { |
| return x.TrainTrialJobSpec |
| } |
| return nil |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) GetMaxParallelTrialCount() int32 { |
| if x != nil { |
| return x.MaxParallelTrialCount |
| } |
| return 0 |
| } |
| |
| func (x *NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec) GetFrequency() int32 { |
| if x != nil { |
| return x.Frequency |
| } |
| return 0 |
| } |
| |
| // The output of a multi-trial Neural Architecture Search (NAS) jobs. |
| type NasJobOutput_MultiTrialJobOutput struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. List of NasTrials that were started as part of search stage. |
| SearchTrials []*NasTrial `protobuf:"bytes,1,rep,name=search_trials,json=searchTrials,proto3" json:"search_trials,omitempty"` |
| // Output only. List of NasTrials that were started as part of train stage. |
| TrainTrials []*NasTrial `protobuf:"bytes,2,rep,name=train_trials,json=trainTrials,proto3" json:"train_trials,omitempty"` |
| } |
| |
| func (x *NasJobOutput_MultiTrialJobOutput) Reset() { |
| *x = NasJobOutput_MultiTrialJobOutput{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[10] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *NasJobOutput_MultiTrialJobOutput) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*NasJobOutput_MultiTrialJobOutput) ProtoMessage() {} |
| |
| func (x *NasJobOutput_MultiTrialJobOutput) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[10] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use NasJobOutput_MultiTrialJobOutput.ProtoReflect.Descriptor instead. |
| func (*NasJobOutput_MultiTrialJobOutput) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP(), []int{3, 0} |
| } |
| |
| func (x *NasJobOutput_MultiTrialJobOutput) GetSearchTrials() []*NasTrial { |
| if x != nil { |
| return x.SearchTrials |
| } |
| return nil |
| } |
| |
| func (x *NasJobOutput_MultiTrialJobOutput) GetTrainTrials() []*NasTrial { |
| if x != nil { |
| return x.TrainTrials |
| } |
| return nil |
| } |
| |
| var File_google_cloud_aiplatform_v1_nas_job_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1_nas_job_proto_rawDesc = []byte{ |
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| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1_nas_job_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1_nas_job_proto_rawDescData = file_google_cloud_aiplatform_v1_nas_job_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1_nas_job_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1_nas_job_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1_nas_job_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_nas_job_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1_nas_job_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes = make([]protoimpl.EnumInfo, 3) |
| var file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes = make([]protoimpl.MessageInfo, 11) |
| var file_google_cloud_aiplatform_v1_nas_job_proto_goTypes = []interface{}{ |
| (NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm)(0), // 0: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm |
| (NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType)(0), // 1: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.GoalType |
| (NasTrial_State)(0), // 2: google.cloud.aiplatform.v1.NasTrial.State |
| (*NasJob)(nil), // 3: google.cloud.aiplatform.v1.NasJob |
| (*NasTrialDetail)(nil), // 4: google.cloud.aiplatform.v1.NasTrialDetail |
| (*NasJobSpec)(nil), // 5: google.cloud.aiplatform.v1.NasJobSpec |
| (*NasJobOutput)(nil), // 6: google.cloud.aiplatform.v1.NasJobOutput |
| (*NasTrial)(nil), // 7: google.cloud.aiplatform.v1.NasTrial |
| nil, // 8: google.cloud.aiplatform.v1.NasJob.LabelsEntry |
| (*NasJobSpec_MultiTrialAlgorithmSpec)(nil), // 9: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec |
| (*NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec)(nil), // 10: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec |
| (*NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec)(nil), // 11: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec |
| (*NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec)(nil), // 12: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec |
| (*NasJobOutput_MultiTrialJobOutput)(nil), // 13: google.cloud.aiplatform.v1.NasJobOutput.MultiTrialJobOutput |
| (JobState)(0), // 14: google.cloud.aiplatform.v1.JobState |
| (*timestamppb.Timestamp)(nil), // 15: google.protobuf.Timestamp |
| (*status.Status)(nil), // 16: google.rpc.Status |
| (*EncryptionSpec)(nil), // 17: google.cloud.aiplatform.v1.EncryptionSpec |
| (*Measurement)(nil), // 18: google.cloud.aiplatform.v1.Measurement |
| (*CustomJobSpec)(nil), // 19: google.cloud.aiplatform.v1.CustomJobSpec |
| } |
| var file_google_cloud_aiplatform_v1_nas_job_proto_depIdxs = []int32{ |
| 5, // 0: google.cloud.aiplatform.v1.NasJob.nas_job_spec:type_name -> google.cloud.aiplatform.v1.NasJobSpec |
| 6, // 1: google.cloud.aiplatform.v1.NasJob.nas_job_output:type_name -> google.cloud.aiplatform.v1.NasJobOutput |
| 14, // 2: google.cloud.aiplatform.v1.NasJob.state:type_name -> google.cloud.aiplatform.v1.JobState |
| 15, // 3: google.cloud.aiplatform.v1.NasJob.create_time:type_name -> google.protobuf.Timestamp |
| 15, // 4: google.cloud.aiplatform.v1.NasJob.start_time:type_name -> google.protobuf.Timestamp |
| 15, // 5: google.cloud.aiplatform.v1.NasJob.end_time:type_name -> google.protobuf.Timestamp |
| 15, // 6: google.cloud.aiplatform.v1.NasJob.update_time:type_name -> google.protobuf.Timestamp |
| 16, // 7: google.cloud.aiplatform.v1.NasJob.error:type_name -> google.rpc.Status |
| 8, // 8: google.cloud.aiplatform.v1.NasJob.labels:type_name -> google.cloud.aiplatform.v1.NasJob.LabelsEntry |
| 17, // 9: google.cloud.aiplatform.v1.NasJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec |
| 7, // 10: google.cloud.aiplatform.v1.NasTrialDetail.search_trial:type_name -> google.cloud.aiplatform.v1.NasTrial |
| 7, // 11: google.cloud.aiplatform.v1.NasTrialDetail.train_trial:type_name -> google.cloud.aiplatform.v1.NasTrial |
| 9, // 12: google.cloud.aiplatform.v1.NasJobSpec.multi_trial_algorithm_spec:type_name -> google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec |
| 13, // 13: google.cloud.aiplatform.v1.NasJobOutput.multi_trial_job_output:type_name -> google.cloud.aiplatform.v1.NasJobOutput.MultiTrialJobOutput |
| 2, // 14: google.cloud.aiplatform.v1.NasTrial.state:type_name -> google.cloud.aiplatform.v1.NasTrial.State |
| 18, // 15: google.cloud.aiplatform.v1.NasTrial.final_measurement:type_name -> google.cloud.aiplatform.v1.Measurement |
| 15, // 16: google.cloud.aiplatform.v1.NasTrial.start_time:type_name -> google.protobuf.Timestamp |
| 15, // 17: google.cloud.aiplatform.v1.NasTrial.end_time:type_name -> google.protobuf.Timestamp |
| 0, // 18: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.multi_trial_algorithm:type_name -> google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm |
| 10, // 19: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.metric:type_name -> google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec |
| 11, // 20: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.search_trial_spec:type_name -> google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec |
| 12, // 21: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.train_trial_spec:type_name -> google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec |
| 1, // 22: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.goal:type_name -> google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.GoalType |
| 19, // 23: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.search_trial_job_spec:type_name -> google.cloud.aiplatform.v1.CustomJobSpec |
| 19, // 24: google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.train_trial_job_spec:type_name -> google.cloud.aiplatform.v1.CustomJobSpec |
| 7, // 25: google.cloud.aiplatform.v1.NasJobOutput.MultiTrialJobOutput.search_trials:type_name -> google.cloud.aiplatform.v1.NasTrial |
| 7, // 26: google.cloud.aiplatform.v1.NasJobOutput.MultiTrialJobOutput.train_trials:type_name -> google.cloud.aiplatform.v1.NasTrial |
| 27, // [27:27] is the sub-list for method output_type |
| 27, // [27:27] is the sub-list for method input_type |
| 27, // [27:27] is the sub-list for extension type_name |
| 27, // [27:27] is the sub-list for extension extendee |
| 0, // [0:27] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1_nas_job_proto_init() } |
| func file_google_cloud_aiplatform_v1_nas_job_proto_init() { |
| if File_google_cloud_aiplatform_v1_nas_job_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_init() |
| file_google_cloud_aiplatform_v1_encryption_spec_proto_init() |
| file_google_cloud_aiplatform_v1_job_state_proto_init() |
| file_google_cloud_aiplatform_v1_study_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJob); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasTrialDetail); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJobSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJobOutput); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasTrial); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJobSpec_MultiTrialAlgorithmSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJobSpec_MultiTrialAlgorithmSpec_SearchTrialSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJobSpec_MultiTrialAlgorithmSpec_TrainTrialSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*NasJobOutput_MultiTrialJobOutput); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[2].OneofWrappers = []interface{}{ |
| (*NasJobSpec_MultiTrialAlgorithmSpec_)(nil), |
| } |
| file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes[3].OneofWrappers = []interface{}{ |
| (*NasJobOutput_MultiTrialJobOutput_)(nil), |
| } |
| type x struct{} |
| out := protoimpl.TypeBuilder{ |
| File: protoimpl.DescBuilder{ |
| GoPackagePath: reflect.TypeOf(x{}).PkgPath(), |
| RawDescriptor: file_google_cloud_aiplatform_v1_nas_job_proto_rawDesc, |
| NumEnums: 3, |
| NumMessages: 11, |
| NumExtensions: 0, |
| NumServices: 0, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1_nas_job_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1_nas_job_proto_depIdxs, |
| EnumInfos: file_google_cloud_aiplatform_v1_nas_job_proto_enumTypes, |
| MessageInfos: file_google_cloud_aiplatform_v1_nas_job_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1_nas_job_proto = out.File |
| file_google_cloud_aiplatform_v1_nas_job_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1_nas_job_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1_nas_job_proto_depIdxs = nil |
| } |
